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[Machine Learning for Trading] {ud501} Lesson 11: 02-01 So you want to be a hedge fund manager? | Lesson 12: 02-02 Market Mechanics

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Computational Investing

 

MC2: Computational Investing

Lessons: In this mini-course, we focus on modeling the behavior of stock markets.

  1. So you want to be a hedge fund manager?
  2. Market mechanics
  3. What is a company worth?
  4. The Capital Assets Pricing Model (CAPM)
  5. How hedge funds use the CAPM
  6. Technical Analysis
  7. Dealing with data
  8. Efficient Markets Hypothesis
  9. The Fundamental Law of active portfolio management
  10. Portfolio optimization and the efficient frontier

Projects:

  1. Build a market simulator
  2. Invent your own technical indicator
  3. Write a strategy that generates orders

 

 


 

 

 Types of funds

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 ETF = Exchange-Traded Fund

 

 

 

 Liquidity and capitalization

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liquidity => the ease with which one can buy or sell shares in a particular holding

large capitalization =>  how much is the company worth = shares that are outstanding × the price of the stock

 

 

 

 

 

 

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Some popular sources for financial and investment data:

 

ETF => 4 or 3 letters

Mutual fund => 5 letters

 

 

 

 Incentives for fund managers

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2 and 20 => 2% AUM and 20% profits

 Assets Under Management (AUM) is the total amount of money being managed by the fund.

 

 

 Two and twenty

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Incentives quiz 

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 How funds attract investors

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 Hedge fund goals and metrics

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 The computing inside a hedge fund

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live portfolio == order ==> target portfolio

dont want to do everything at once 

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machine leanrnig => forcasting

 

 

 

 

 






 

 

 

 

 What is in an order?

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 Market => not to specify the money

Limit => hand-craft some price limit for trading

 

 

 

 The order book

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 Up or down

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If you put in a SELL order (at market value), you will sell the first 100 shares at $99.95, the next 50 at $99.90, and so on.

In case of a BUY order, the market value won‘t change for the first 1000 shares.

So, depending on your volume of trade, the value of the stock will likely go down.

 

 

 

 

How orders affect the order book 

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 How orders get to the exchange

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 How hedge funds exploit market mechanics

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 Additional order types

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 Mechanics of short selling: Entry

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 Short selling

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The buying occurred after selling, but nonetheless, you sold the stocks for more than you paid - so profit!

 

 

 

 

 

 Mechanics of short selling: Exit

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 What can go wrong?

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[Machine Learning for Trading] {ud501} Lesson 11: 02-01 So you want to be a hedge fund manager? | Lesson 12: 02-02 Market Mechanics

原文:https://www.cnblogs.com/ecoflex/p/10977276.html

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